Yes. Jay Z has 155 songs listed in a dataset used to train AI music models.

Used for training 155

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Can't Knock The Hustle (feat. Mary J. Blige), 99 Problems, Change Clothes

Listed under the artist name 155 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Can't Knock The Hustle (feat. Mary J. Blige)

Listed as JAY-Z – Can't Knock The Hustle (feat. Mary J. Blige) (Reasonable Doubt) · Watch on YouTube

youtube_video 43xgss3nZ9M · row 43xgss3nZ9M

LAION-DISCO-12M

99 Problems

Listed as JAY-Z – 99 Problems (The Black Album) · Watch on YouTube

youtube_video 60XTSx29OnM · row 60XTSx29OnM

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Change Clothes

Listed as JAY-Z – Change Clothes (The Black Album) · Watch on YouTube

youtube_video 71-qWbczSmc · row 71-qWbczSmc

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Dirt Off Your Shoulder

Listed as JAY-Z – Dirt Off Your Shoulder (The Black Album) · Watch on YouTube

youtube_video 9VqxxQwcFCk · row 9VqxxQwcFCk

LAION-DISCO-12M

On To The Next One (feat. Swizz Beatz)

Listed as JAY-Z – On To The Next One (feat. Swizz Beatz) (The Blueprint 3) · Watch on YouTube

youtube_video 9jRKsH8_OWQ · row 9jRKsH8_OWQ

LAION-DISCO-12M

Young Forever (feat. Mr Hudson)

Listed as JAY-Z – Young Forever (feat. Mr Hudson) (The Blueprint 3) · Watch on YouTube

youtube_video AUFQFUR7Zfo · row AUFQFUR7Zfo

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Heart Of The City (Ain't No Love)

Listed as JAY-Z – Heart Of The City (Ain't No Love) (The Blueprint) · Watch on YouTube

youtube_video Cn4alua9o2o · row Cn4alua9o2o

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Run This Town (feat. Rihanna & Kanye West)

Listed as JAY-Z – Run This Town (feat. Rihanna & Kanye West) (The Blueprint 3) · Watch on YouTube

youtube_video EeE7CfNs7Js · row EeE7CfNs7Js

LAION-DISCO-12M

Girls, Girls, Girls

Listed as JAY-Z – Girls, Girls, Girls (The Blueprint) · Watch on YouTube

youtube_video Evpc2pRHX9I · row Evpc2pRHX9I

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Lost One (feat. Chrisette Michele)

Listed as JAY-Z – Lost One (feat. Chrisette Michele) (Kingdom Come) · Watch on YouTube

youtube_video FChdSKn0S9o · row FChdSKn0S9o

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Roc La Familia

Listed as M.O.P., Beanie Sigel, Jay Z, Memphis Bleek – Roc La Familia (Ghetto Warfare) · Watch on YouTube

youtube_video FDKnqxfD2T4 · row FDKnqxfD2T4

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Dead Presidents II

Listed as JAY-Z – Dead Presidents II (Reasonable Doubt) · Watch on YouTube

youtube_video GjWsJlpkARo · row GjWsJlpkARo

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Feelin' It (feat. Mecca)

Listed as JAY-Z – Feelin' It (feat. Mecca) (Reasonable Doubt) · Watch on YouTube

youtube_video H0TZX1IhhXs · row H0TZX1IhhXs

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Takeover

Listed as JAY-Z – Takeover (The Blueprint) · Watch on YouTube

youtube_video IHiFMW8s6zk · row IHiFMW8s6zk

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The Story of O.J.

Listed as JAY-Z – The Story of O.J. (4:44) · Watch on YouTube

youtube_video JRW5TbVApFw · row JRW5TbVApFw

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Song Cry

Listed as JAY-Z – Song Cry (The Blueprint) · Watch on YouTube

youtube_video LBFBMTq0334 · row LBFBMTq0334

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Izzo (H.O.V.A.)

Listed as JAY-Z – Izzo (H.O.V.A.) (The Blueprint) · Watch on YouTube

youtube_video N-raz0TUEvo · row N-raz0TUEvo

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Lucifer

Listed as JAY-Z – Lucifer (The Black Album) · Watch on YouTube

youtube_video Oy9LHIDtmGc · row Oy9LHIDtmGc

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Points of Authority / 99 Problems / One Step Closer

Listed as Jay-Z, Linkin Park – Points of Authority / 99 Problems / One Step Closer (Collision Course (Deluxe Version)) · Watch on YouTube

youtube_video PwzSb92YWK0 · row PwzSb92YWK0

LAION-DISCO-12M

Say Hello

Listed as JAY-Z – Say Hello (American Gangster) · Watch on YouTube

youtube_video UGrRrI9yw3s · row UGrRrI9yw3s

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Can I Live

Listed as JAY-Z – Can I Live (Reasonable Doubt) · Watch on YouTube

youtube_video UnAgvZElKcg · row UnAgvZElKcg

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No Church In The Wild (feat. Frank Ocean & The-Dream)

Listed as JAY Z, Kanye West – No Church In The Wild (feat. Frank Ocean & The-Dream) (Music From Baz Luhrmann's Film The Great Gatsby (Deluxe Edition)) · Watch on YouTube

youtube_video Vf0DX7PrMDI · row Vf0DX7PrMDI

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Numb (Live at Live 8, Benjamin Franklin Parkway, Philadelphia, 2nd July 2005)

Listed as Linkin Park, Jay-Z – Numb (Live at Live 8, Benjamin Franklin Parkway, Philadelphia, 2nd July 2005) (Live 8 (Live, July 2005)) · Watch on YouTube

youtube_video X2nfbLqE_ag · row X2nfbLqE_ag

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Storm (Just Blaze Remix)

Listed as Lenny Kravitz, JAY-Z – Storm (Just Blaze Remix) (Storm) · Watch on YouTube

youtube_video Xghqm8UTgVU · row Xghqm8UTgVU

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Roc Army

Listed as JAY-Z, Cam'Ron, Freeway, Oschino – Roc Army (Dame Dash Presents Paid In Full / Dream Team) · Watch on YouTube

youtube_video Y7DWftxtVb4 · row Y7DWftxtVb4

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Excuse Me Miss

Listed as JAY-Z – Excuse Me Miss (The Blueprint Collector's Edition) · Watch on YouTube

youtube_video YH128rN--5Y · row YH128rN--5Y

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Empire State Of Mind (feat. Alicia Keys)

Listed as JAY-Z – Empire State Of Mind (feat. Alicia Keys) (The Blueprint 3) · Watch on YouTube

youtube_video _ydMlTassYc · row _ydMlTassYc

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Clique

Listed as Kanye West, JAY Z, Big Sean – Clique (Kanye West Presents Good Music Cruel Summer) · Watch on YouTube

youtube_video aUAPsa5NfR4 · row aUAPsa5NfR4

LAION-DISCO-12M

Change The Game

Listed as Tha Dogg Pound, Jay Z, Beanie Sigel, Memphis Bleek – Change The Game (2002) · Watch on YouTube

youtube_video aUin5bMZ6kQ · row aUin5bMZ6kQ

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Roc Boys (And The Winner Is)...

Listed as JAY-Z – Roc Boys (And The Winner Is)... (American Gangster) · Watch on YouTube

youtube_video aUooj21lBQM · row aUooj21lBQM

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Numb / Encore

Listed as Jay-Z, Linkin Park – Numb / Encore (Collision Course (Deluxe Version)) · Watch on YouTube

youtube_video dFKjzxWITWw · row dFKjzxWITWw

LAION-DISCO-12M

Jigga What / Faint

Listed as Jay-Z, Linkin Park – Jigga What / Faint (Collision Course (Deluxe Version)) · Watch on YouTube

youtube_video dyUqaHAHH2c · row dyUqaHAHH2c

LAION-DISCO-12M

Public Service Announcement (Interlude)

Listed as JAY-Z – Public Service Announcement (Interlude) (The Black Album) · Watch on YouTube

youtube_video gA2I9Nkn-7Y · row gA2I9Nkn-7Y

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Niggas in Paris

Listed as Jay-Z, Kanye West – Niggas in Paris (Make Some Noise) · Watch on YouTube

youtube_video gHGIV22s6xg · row gHGIV22s6xg

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Where I'm From

Listed as JAY-Z – Where I'm From (In My Lifetime, Vol.1) · Watch on YouTube

youtube_video gWzJNvbEa4s · row gWzJNvbEa4s

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Imaginary Players

Listed as JAY-Z – Imaginary Players (In My Lifetime, Vol.1) · Watch on YouTube

youtube_video hUPCzdIokps · row hUPCzdIokps

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03' Bonnie & Clyde (feat. Beyoncé Knowles)

Listed as JAY-Z – 03' Bonnie & Clyde (feat. Beyoncé Knowles) (The Blueprint Collector's Edition) · Watch on YouTube

youtube_video h_wlcC8ko0A · row h_wlcC8ko0A

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MOOD 4 EVA (feat. Oumou Sangaré)

Listed as Beyoncé, Jay-Z, Childish Gambino – MOOD 4 EVA (feat. Oumou Sangaré) (The Lion King: The Gift) · Watch on YouTube

youtube_video i978rjXw3P0 · row i978rjXw3P0

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Put It In The Air

Listed as M.O.P., Jay-Z – Put It In The Air (Ghetto Warfare) · Watch on YouTube

youtube_video jE_ezKSYkqM · row jE_ezKSYkqM

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U Don't Know

Listed as JAY-Z – U Don't Know (The Blueprint) · Watch on YouTube

youtube_video jjCPc-47NmI · row jjCPc-47NmI

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Otis (feat. Kanye West) (feat. Kanye West)

Listed as Jay-Z – Otis (feat. Kanye West) (feat. Kanye West) (Make Some Noise) · Watch on YouTube

youtube_video kAH3ciEauxI · row kAH3ciEauxI

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Can I Get A... (From The Rush Hour Soundtrack) (feat. Amil & Ja Rule)

Listed as JAY-Z – Can I Get A... (From The Rush Hour Soundtrack) (feat. Amil & Ja Rule) (Rush Hour) · Watch on YouTube

youtube_video kcCrlFry9cU · row kcCrlFry9cU

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Anything

Listed as JAY-Z – Anything (The Truth) · Watch on YouTube

youtube_video qd84tB6Biqc · row qd84tB6Biqc

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Bam (feat. Damian Marley)

Listed as JAY-Z – Bam (feat. Damian Marley) (4:44) · Watch on YouTube

youtube_video wHrpB2lwc2I · row wHrpB2lwc2I

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Storm

Listed as Lenny Kravitz, JAY-Z – Storm (Baptism) · Watch on YouTube

youtube_video wxREaTc5spg · row wxREaTc5spg

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4:44

Listed as JAY-Z – 4:44 (4:44) · Watch on YouTube

youtube_video y_bBWlJdog4 · row y_bBWlJdog4

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Dirt Off Your Shoulder / Lying From You

Listed as Jay-Z, Linkin Park – Dirt Off Your Shoulder / Lying From You (Collision Course (Deluxe Version)) · Watch on YouTube

youtube_video z7rOS9rd4sY · row z7rOS9rd4sY

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What More Can I Say

Listed as JAY-Z – What More Can I Say (The Black Album) · Watch on YouTube

youtube_video zJ6q4R7b7nE · row zJ6q4R7b7nE

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Renegade (feat. Eminem)

Listed as JAY-Z – Renegade (feat. Eminem) (The Blueprint) · Watch on YouTube

youtube_video zUSTrXxJLJQ · row zUSTrXxJLJQ

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Never Change

Listed as JAY-Z – Never Change (The Blueprint) · Watch on YouTube

youtube_video zpJVMALzap4 · row zpJVMALzap4

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What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.